{"id":10185,"date":"2021-01-06T00:10:44","date_gmt":"2021-01-06T05:10:44","guid":{"rendered":"https:\/\/nebula.org\/blog\/%e3%83%97%e3%83%ad%e3%82%ad%e3%82%b7%e3%81%a8%e6%ba%96%e5%90%8c%e5%9e%8b%e6%9a%97%e5%8f%b7%e3%81%ab%e3%82%88%e3%82%8b%e5%86%8d%e6%9a%97%e5%8f%b7%e5%8c%96\/"},"modified":"2021-02-20T20:31:15","modified_gmt":"2021-02-21T01:31:15","slug":"%e3%83%97%e3%83%ad%e3%82%ad%e3%82%b7%e3%81%a8%e6%ba%96%e5%90%8c%e5%9e%8b%e6%9a%97%e5%8f%b7%e3%81%ab%e3%82%88%e3%82%8b%e5%86%8d%e6%9a%97%e5%8f%b7%e5%8c%96","status":"publish","type":"post","link":"https:\/\/nebula.org\/blog\/ja\/%e3%83%97%e3%83%ad%e3%82%ad%e3%82%b7%e3%81%a8%e6%ba%96%e5%90%8c%e5%9e%8b%e6%9a%97%e5%8f%b7%e3%81%ab%e3%82%88%e3%82%8b%e5%86%8d%e6%9a%97%e5%8f%b7%e5%8c%96\/","title":{"rendered":"\u30d7\u30ed\u30ad\u30b7\u3068\u6e96\u540c\u578b\u6697\u53f7\u5316\u306b\u3088\u308b\u518d\u6697\u53f7\u5316"},"content":{"rendered":"\n<p>\u30c7\u30fc\u30bf\u306e\u4f7f\u7528\u3068\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306f\u3057\u3070\u3057\u3070\u5bfe\u7acb\u3057\u3066\u3044\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u79c1\u305f\u3061\u5168\u54e1\u304c\u81ea\u5206\u306e\u5065\u5eb7\u30c7\u30fc\u30bf\u3092\u7814\u7a76\u8005\u3068\u516c\u7136\u3068\u5171\u6709\u3057\u305f\u5834\u5408\u3001\u65b0\u3057\u3044\u533b\u7642\u6280\u8853\u3068\u6cbb\u7642\u6cd5\u306e\u4f5c\u696d\u304c\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002 \u3057\u304b\u3057\u3001\u79c1\u305f\u3061\u306f\u3001\u60aa\u610f\u306e\u3042\u308b\u653b\u6483\u8005\u304c\u79c1\u305f\u3061\u306e\u751f\u306e\u5065\u5eb7\u30c7\u30fc\u30bf\u3067\u4f55\u304c\u3067\u304d\u308b\u304b\u3092\u5f53\u7136\u306e\u3053\u3068\u306a\u304c\u3089\u6050\u308c\u3066\u3044\u307e\u3059\u3002 \u305d\u3053\u3067\u3001\u6697\u53f7\u5316\u306e\u5206\u91ce\u304c\u6551\u3044\u306e\u624b\u3092\u5dee\u3057\u4f38\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<em>\u30d7\u30ed\u30ad\u30b7\u306b\u3088\u308b\u518d\u6697\u53f7\u5316<\/em>\u305d\u3057\u3066<em>\u6e96\u540c\u578b\u6697\u53f7\u5316<\/em>\u30c7\u30fc\u30bf\u306e\u4f7f\u7528\u3068\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306b\u95a2\u3057\u3066\u306f\u3001\u79c1\u305f\u3061\u304c\u30b1\u30fc\u30ad\u3092\u4fdd\u7ba1\u3057\u3066\u98df\u3079\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n<p>\u30d7\u30ed\u30ad\u30b7\u306b\u3088\u308b\u518d\u6697\u53f7\u5316\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u6240\u6709\u8005\u306f\u30c7\u30fc\u30bf\u30921\u56de\u6697\u53f7\u5316\u3057\u3001\u305d\u306e\u5f8c\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u8cfc\u5165\u8005\u3068\u4f55\u5ea6\u3067\u3082\u5b89\u5168\u306b\u5171\u6709\u3067\u304d\u307e\u3059\u3002 \u6e96\u540c\u578b\u6697\u53f7\u5316\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u8cfc\u5165\u8005\u306f\u3001\u4fe1\u983c\u3067\u304d\u306a\u3044\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306b\u3088\u3063\u3066\u4fdd\u5b58\u304a\u3088\u3073\u8a08\u7b97\u3055\u308c\u305f\u6697\u53f7\u5316\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u8a08\u7b97\u3092\u5b9f\u884c\u3057\u3001\u6697\u53f7\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u5f62\u5f0f\u3067\u500b\u4eba\u306e\u30c7\u30fc\u30bf\u3092\u516c\u958b\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u306b\u95a2\u3059\u308b\u7d50\u679c\u307e\u305f\u306f\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u308c\u3089\u306e\u624b\u6cd5\u306f\u3001\u3088\u308a\u8907\u96d1\u306a\u6697\u53f7\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u6210\u8981\u7d20\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\uff08\u305f\u3068\u3048\u3070<a href=\"https:\/\/petsymposium.org\/2017\/papers\/issue4\/paper54-2017-4-source.pdf\" rel=\"noreferrer noopener\" target=\"_blank\">Unlynx<\/a> EPFL\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u3001\u73fe\u5728\u306e\u4f5c\u696d\u306e\u7406\u8ad6\u7684\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\uff09\u3002 \u3057\u305f\u304c\u3063\u3066\u3001\u79c1\u305f\u3061\u306e\u8a08\u753b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059 1\uff09\u9ad8\u5ea6\u306a\u6697\u53f7\u5316\u30d7\u30ea\u30df\u30c6\u30a3\u30d6\u7528\u306e\u4f7f\u3044\u3084\u3059\u304f\u5b9f\u7528\u7684\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u69cb\u7bc9\u3059\u308b 2\uff09\u3053\u308c\u3089\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306a\u30d7\u30ea\u30df\u30c6\u30a3\u30d6\u3092\u4f5c\u6210\u304a\u3088\u3073\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u3088\u308a\u5b89\u5168\u306a\u30c7\u30fc\u30bf\u5171\u6709\u3092\u53ef\u80fd\u306b\u3059\u308b\u8907\u96d1\u306a\u6697\u53f7\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059 3\uff09\u3088\u308a\u5b89\u5168\u3067\u6709\u7528\u306a\u30c7\u30fc\u30bf\u5171\u6709\u306b\u3088\u308a\u3001\u764c\u3084\u7cd6\u5c3f\u75c5\u306e\u7814\u7a76\u306a\u3069\u306e\u91cd\u8981\u306a\u554f\u984c\u306b\u95a2\u3059\u308b\u7814\u7a76\u306e\u901f\u5ea6\u304c10\u500d\u306b\u306a\u308a\u307e\u3059\u3002 4\uff09\u4e16\u754c\u3092\u6551\u3048:-)\u3002<\/p>\n\n<p>\u307e\u305a\u3001\u6982\u5ff5\u5b9f\u8a3c\u306e\u30a2\u30eb\u30d5\u30a1\u7248\u3092\u958b\u767a\u3057\u307e\u3057\u305f<a href=\"https:\/\/github.com\/nebula-genomics\/proxy-re-demo\" rel=\"noreferrer noopener\" target=\"_blank\">\u56f3\u66f8\u9928<\/a>\u3002 \u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u306f\u3001\u305d\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u6240\u6709\u8005\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u3078\u306e\u5b89\u5168\u3067\u4fbf\u5229\u306a\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u306b\u3053\u308c\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u9069\u7528\u3059\u308b\u65b9\u6cd5\u306e\u4f8b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"d968\">\u30d7\u30ed\u30ad\u30b7\u306b\u3088\u308b\u518d\u6697\u53f7\u5316<\/h3>\n\n<p>\u30d7\u30ed\u30ad\u30b7\u306b\u3088\u308b\u518d\u6697\u53f7\u5316\u306f\u3001\u30d7\u30ed\u30ad\u30b7\u3068\u547c\u3070\u308c\u308b\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u304c\u3001\u3042\u308b\u30d1\u30fc\u30c6\u30a3\u306b\u3088\u3063\u3066\u6697\u53f7\u5316\u3055\u308c\u305f\u6697\u53f7\u6587\u3092\u3001\u5225\u306e\u30d1\u30fc\u30c6\u30a3\u306b\u3088\u3063\u3066\u5fa9\u53f7\u5316\u3055\u308c\u308b\u3088\u3046\u306b\u5909\u66f4\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<\/p>\n\n<p>Nebula\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u30d7\u30ed\u30ad\u30b7\u306f\u6697\u53f7\u5316\u3055\u308c\u305f\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u8005\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u6240\u6709\u8005\u306b\u4ee3\u308f\u3063\u3066\u8cfc\u5165\u8005\u306b\u3088\u308b\u305d\u306e\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002 \u30d7\u30ed\u30ad\u30b7\u306f\u57fa\u306b\u306a\u308b\u751f\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u30d7\u30ed\u30ad\u30b7\u306f\uff08\u6240\u6709\u8005\u306e\u8a31\u53ef\u3092\u5f97\u3066\uff09\u6697\u53f7\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u5909\u66f4\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5f8c\u3067\u5fa9\u53f7\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3057\u305f\u304c\u3063\u3066\u3001\u30c7\u30fc\u30bf\u6240\u6709\u8005\u306f\u3001\u30d7\u30ec\u30fc\u30f3\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u30d7\u30ed\u30ad\u30b7\u3068\u5171\u6709\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u3053\u306e\u30bf\u30b9\u30af\u3092\u30d7\u30ed\u30ad\u30b7\u306b\u59d4\u4efb\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u59d4\u4efb\u306e\u3082\u30461\u3064\u306e\u7d50\u679c\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6240\u6709\u8005\u3082\u53d7\u4fe1\u8005\u3082\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u3042\u308b\u5fc5\u8981\u304c\u306a\u3044\u3053\u3068\u3067\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001\u30d7\u30ed\u30ad\u30b7\u304c\u5206\u6563\u578b\u306e\u96c6\u5408\u6a5f\u95a2\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u306e\u30bb\u30c3\u30c8\u3067\u3042\u308b\u3068\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002 \u305d\u308c\u3067\u306f\u3001\u30d7\u30ed\u30ad\u30b7\u306b\u3088\u308b\u518d\u6697\u53f7\u5316\u306e\u4f8b\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u3053\u3053\u3067\u306f\u3001\u30c7\u30fc\u30bf\u6240\u6709\u8005\u306e\u30a2\u30ea\u30b9\u304c\u3001\u30d7\u30ed\u30ad\u30b7\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u30e6\u30fc\u30b6\u30fc\u306e\u30dc\u30d6\u3068\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u307e\u305a\u3001\u4e0a\u8a18\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"717\" height=\"123\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.15-PM.png\" alt=\"\" class=\"wp-image-4377\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.15-PM.png 717w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.15-PM-300x51.png 300w\" sizes=\"(max-width: 717px) 100vw, 717px\" \/><\/figure>\n\n<p>\u3053\u308c\u3067\u3001\u661f\u96f2\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"708\" height=\"139\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.23-PM.png\" alt=\"\" class=\"wp-image-4372\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.23-PM.png 708w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.23-PM-300x59.png 300w\" sizes=\"(max-width: 708px) 100vw, 708px\" \/><\/figure>\n\n<figure><iframe width=\"700\" height=\"250\" allowfullscreen=\"\" src=\"https:\/\/medium.com\/media\/7b76a2f0cf43f50ebf5a55ecc70bf85a?postId=832055c96142\"><\/iframe><\/figure>\n\n<p>\u305d\u308c\u3067\u306f\u3001\u5171\u6709\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002 \u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u30a2\u30ea\u30b9\u304c\u30c7\u30fc\u30bf\u3092\u6697\u53f7\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002 \u5f7c\u5973\u304c\u4f7f\u7528\u3059\u308b\u5bfe\u79f0\u9375\u3092\u751f\u6210\u3057\u307e\u3059<a href=\"https:\/\/cryptography.io\/en\/latest\/hazmat\/primitives\/aead\/#cryptography.hazmat.primitives.ciphers.aead.ChaCha20Poly1305\" rel=\"noreferrer noopener\" target=\"_blank\">ChaCha20 + Poly1305<\/a> \u3002<\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"709\" height=\"117\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.32-PM.png\" alt=\"\" class=\"wp-image-4367\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.32-PM.png 709w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.32-PM-300x50.png 300w\" sizes=\"(max-width: 709px) 100vw, 709px\" \/><\/figure>\n\n<pre class=\"wp-block-code\"><code>(&lt;umbral.point.Point at 0x10389fe10&gt;, b'\\x10\\x91Y\\xb1*\\x8c\\xf0\\x7f@=\\xefx\\xe9\\xf6\\x12\\xf3W\\xbd\\xdel\\xc4\\x06{\\xae\\x05%\\x1b\\x89U\\xf9eN\\xe5e\\x1a\\xe71xn\\xac@v\\xf4')<\/code><\/pre>\n\n<p>\u96c6\u5408\u6a29\u9650\u30d7\u30ed\u30ad\u30b7\u306b\u306f\u3001\u69cb\u6210\u30b5\u30fc\u30d0\u30fc\u306e\u516c\u958b\u9375\u306e\u5408\u8a08\u3067\u3042\u308b\u72ec\u81ea\u306e\u516c\u958b\u9375\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<p>\u30a2\u30ea\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u306b\u4f7f\u7528\u3057\u305f\u6697\u53f7\u5316\u30ad\u30fc\u3092\u53d6\u5f97\u3057\u3001\u96c6\u5408\u6a5f\u95a2\u306e\u516c\u958b\u30ad\u30fc\u3067\u6697\u53f7\u5316\u3057\u307e\u3059\u3002 \u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044<a href=\"https:\/\/en.wikipedia.org\/wiki\/Elliptic-curve_cryptography\" rel=\"noreferrer noopener\" target=\"_blank\">\u6955\u5186\u66f2\u7dda\u6697\u53f7<\/a>\u305d\u306e2\u3064\u306e\u6697\u53f7\u6587<a href=\"https:\/\/en.wikipedia.org\/wiki\/ElGamal_encryption\" rel=\"noreferrer noopener\" target=\"_blank\">ElGamal\u6697\u53f7\u5316<\/a>\u751f\u6210\u306f\u3001\u9078\u629e\u3057\u305f\u6955\u5186\u66f2\u7dda\u4e0a\u306e\u70b9\u3067\u3059\u3002 \u4ee5\u4e0b\u306e\u51fa\u529b\u306b\u8868\u793a\u3055\u308c\u308b\u306e\u306f\u3001\uff08x\u3001y\uff09\u5f62\u5f0f\u306e2\u70b9\u306e\u5ea7\u6a19\u3067\u3059\u3002<\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"708\" height=\"138\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.46-PM.png\" alt=\"\" class=\"wp-image-4362\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.46-PM.png 708w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.46-PM-300x58.png 300w\" sizes=\"(max-width: 708px) 100vw, 708px\" \/><\/figure>\n\n<pre class=\"wp-block-code\"><code>((35632791306511153190425382918654119432212363349182003014749353343128802126727, 64242079364444117954338938658093117507689717419524224721788857406414950009581), (97847103734799578346073884785318736156070617710068604497289838935308031857554, 100772267217308028038724925681024365362775942293927562577198462564518506731626))<\/code><\/pre>\n\n<p>\u96c6\u5408\u6a29\u9650\u5185\u306e\u5404\u30b5\u30fc\u30d0\u30fc\u306f\u3001\u90e8\u5206\u7684\u306b\u5fa9\u53f7\u5316\u3057\u3066\u304b\u3089\u3001\u30dc\u30d6\u306e\u30a2\u30ea\u30b9\u306e\u30ad\u30fc\u3092\u518d\u6697\u53f7\u5316\u3057\u307e\u3059\u3002<\/p>\n\n<ol class=\"wp-block-list\"><li>\u30a2\u30ea\u30b9\u306e\u9375\u3092\u90e8\u5206\u7684\u306b\u5fa9\u53f7\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u5404\u30b5\u30fc\u30d0\u30fc\u306f\u305d\u306e\u79d8\u5bc6\u9375\u3092\u4f7f\u7528\u3057\u307e\u3059<\/li><li>\u30dc\u30d6\u306e\u30a2\u30ea\u30b9\u306e\u9375\u3092\u90e8\u5206\u7684\u306b\u518d\u6697\u53f7\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u5404\u30b5\u30fc\u30d0\u30fc\u306f\u30dc\u30d6\u306e\u516c\u958b\u9375\u3092\u4f7f\u7528\u3057\u307e\u3059<\/li><\/ol>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"710\" height=\"162\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.54-PM.png\" alt=\"\" class=\"wp-image-4357\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.54-PM.png 710w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.48.54-PM-300x68.png 300w\" sizes=\"(max-width: 710px) 100vw, 710px\" \/><\/figure>\n\n<pre class=\"wp-block-code\"><code>((77420738395268270953686214496801457604160876120513979866307802146750959593560, 54288930850798967899941066319180759019666461705141800680259295043110704970240), (43931260115404950504844368880031328989231014591201216806426924428987149667105, 90907867688890000833998990379245369153741769092073562236593684729778667077837))<\/code><\/pre>\n\n<p>\u30dc\u30d6\u306f\u81ea\u5206\u306e\u79d8\u5bc6\u9375\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30ea\u30b9\u306e\u9375\u3092\u53d7\u4fe1\u3057\u3066\u5fa9\u53f7\u5316\u3057\u3001\u6b21\u306b\u30a2\u30ea\u30b9\u306e\u9375\u3092\u4f7f\u7528\u3057\u3066\u5143\u306e\u30c7\u30fc\u30bf\u3092\u5fa9\u53f7\u5316\u3057\u307e\u3059\u3002<\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"710\" height=\"98\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.01-PM.png\" alt=\"\" class=\"wp-image-4352\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.01-PM.png 710w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.01-PM-300x41.png 300w\" sizes=\"(max-width: 710px) 100vw, 710px\" \/><\/figure>\n\n<pre class=\"wp-block-code\"><code>True<\/code><\/pre>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"708\" height=\"75\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.06-PM.png\" alt=\"\" class=\"wp-image-4347\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.06-PM.png 708w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.06-PM-300x32.png 300w\" sizes=\"(max-width: 708px) 100vw, 708px\" \/><\/figure>\n\n<pre class=\"wp-block-code\"><code>b'My genomic data'<\/code><\/pre>\n\n<p>\u3053\u306e\u6587\u5b57\u5217\u3060\u3051\u3067\u306a\u304f\u3001\u3053\u3053\u3067\u5b8c\u5168\u306a\u30b2\u30ce\u30e0\u3092\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"f585\">\u6e96\u540c\u578b\u6697\u53f7\u5316<\/h3>\n\n<p>ElGamal\u6697\u53f7\u5316\u306f<a href=\"https:\/\/en.wikipedia.org\/wiki\/Homomorphic_encryption\" rel=\"noreferrer noopener\" target=\"_blank\">\u76f8\u52a0\u7684\u306b\u6e96\u540c\u578b<\/a>\u3001\u6697\u53f7\u6587\u3092\u5408\u8a08\u3057\u305f\u7d50\u679c\u306f\u3001\u5bfe\u5fdc\u3059\u308b\u5e73\u6587\u3092\u5408\u8a08\u3057\u305f\u7d50\u679c\u3092\u53cd\u6620\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002 \u3053\u306e\u305f\u3081\u3001\u6697\u53f7\u5316\u3055\u308c\u305f\u5408\u8a08\u3092\u5fa9\u53f7\u5316\u3059\u308b\u3068\u3001\u7d50\u679c\u306f\u5e73\u6587\u306e\u5408\u8a08\u306b\u306a\u308a\u307e\u3059\u3002 \u6e96\u540c\u578b\u6697\u53f7\u5316\u306b\u3088\u308a\u3001\u95a2\u4fc2\u8005\u306f\u96c6\u7d04\u3055\u308c\u305f\u60c5\u5831\u306e\u30af\u30a8\u30ea\u3092\u767a\u884c\u3057\u3001\u95a2\u9023\u3059\u308b\u56de\u7b54\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u304c\u3001\u57fa\u306b\u306a\u308b\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306f\u8868\u793a\u3055\u308c\u307e\u305b\u3093\u3002 \uff08\u3053\u308c\u306f\u3001\u6307\u5b9a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u4ed6\u306e\u3044\u304f\u3064\u304b\u306e\u5236\u7d04\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059<a href=\"https:\/\/petsymposium.org\/2017\/papers\/issue4\/paper54-2017-4-source.pdf\" rel=\"noreferrer noopener\" target=\"_blank\">\u3053\u3053\u306b<\/a>\u3002\uff09<\/p>\n\n<p>\u4ee5\u4e0b\u306f\u3001\u79c1\u305f\u3061\u306e\u96c6\u5408\u7684\u306a\u6a29\u9650\/\u30d7\u30ed\u30ad\u30b7\u304c\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u7279\u5b9a\u306e\u907a\u4f1d\u5b50\u30d0\u30ea\u30a2\u30f3\u30c8\u3092\u6301\u3064\u4eba\u3005\u306e\u6570\u306b\u95a2\u3059\u308b\u30dc\u30d6\u304b\u3089\u306e\u30af\u30a8\u30ea\u306b\u3069\u306e\u3088\u3046\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3092\u793a\u30593\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n<ol class=\"wp-block-list\"><li>\u5f53\u5c40\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u6697\u53f7\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u5fc5\u8981\u306a\u8a08\u7b97\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li><li>\u5f53\u5c40\u306f\u3053\u306e\u96c6\u8a08\u7d50\u679c\u3092\u53d6\u5f97\u3057\uff08\u30d0\u30ea\u30a2\u30f3\u30c8\u304c\u3042\u308b\u5834\u5408\u306f1\u3001\u306a\u3044\u5834\u5408\u306f0\u3068\u30de\u30fc\u30af\u3055\u308c\u307e\u3059\uff09\u3001\u30dc\u30d6\u306e\u516c\u958b\u9375\u3092\u4f7f\u7528\u3057\u3066\u518d\u6697\u53f7\u5316\u3057\u307e\u3059\u3002<\/li><li>\u30dc\u30d6\u306f\u81ea\u5206\u306e\u79d8\u5bc6\u9375\u3092\u4f7f\u7528\u3057\u3066\u96c6\u8a08\u7d50\u679c\u3092\u5fa9\u53f7\u5316\u3057\u3001\u6b63\u3057\u3044\u5408\u8a08\u3092\u53d6\u5f97\u3057\u307e\u3057\u305f\u304c\u3001\u500b\u3005\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306f\u8868\u793a\u3055\u308c\u307e\u305b\u3093\u3002<\/li><\/ol>\n\n<h3 class=\"wp-block-heading\" id=\"c361\">\u6697\u53f7\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u5408\u8a08<\/h3>\n\n<p>\u4ee5\u4e0b\u3067\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u30b2\u30ce\u30e0\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b1000\u4eba\u3092\u300c\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u300d\u3057\u307e\u3059\u3002 \u5408\u8a08\u3067\u3001\u3053\u306e\u7279\u5b9a\u306e\u907a\u4f1d\u5b50\u5909\u7570\u3092\u6301\u3064448\u4eba\u304c\u3044\u307e\u3059\u3002 \u4e00\u4eba\u4e00\u4eba\u306e\u30c7\u30fc\u30bf\u306f\u6697\u53f7\u5316\u3055\u308c\u3001\u5b89\u5168\u306b\u4fdd\u7ba1\u3055\u308c\u307e\u3059\u3002<\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"710\" height=\"251\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.14-PM.png\" alt=\"\" class=\"wp-image-4342\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.14-PM.png 710w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.14-PM-300x106.png 300w\" sizes=\"(max-width: 710px) 100vw, 710px\" \/><\/figure>\n\n<pre class=\"wp-block-preformatted\"><code>Number of people with <\/code>\u907a\u4f1d\u5b50\u5909\u7570\u4f53<code>: 488 ((21226922480075498561329291252368547521899161064631964196023720750821691033728, 22373176000434530074330330136750061845273006440607485558527039957320386973412), (73527396063873421512162165532068395819931745318640280343429662961367630577212, 38439465994848418879243894553165852646308170673055923181635051985961737087067))<\/code><\/pre>\n\n<h3 class=\"wp-block-heading\" id=\"012a\">CA\u306fBob\u306e\u6697\u53f7\u5316\u3055\u308c\u305f\u5408\u8a08\u3092\u518d\u6697\u53f7\u5316\u3057\u307e\u3059<\/h3>\n\n<p>\u30dc\u30d6\u306f\u5148\u306b\u9032\u307f\u3001\u6bcd\u96c6\u56e3\u306e\u907a\u4f1d\u5b50\u5909\u7570\u983b\u5ea6\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u8981\u6c42\u3057\u307e\u3059\u3002 CA\u306f\u305d\u308c\u3092\u5408\u8a08\u3057\u3001\u30c7\u30fc\u30bf\u3092\u30dc\u30d6\u306b\u518d\u6697\u53f7\u5316\u3057\u307e\u3059\u3002 \u518d\u6697\u53f7\u5316\u3055\u308c\u305f\u6697\u53f7\u306e\uff08x\u3001y\uff09\u5ea7\u6a19\u306f\u3001\u4e0a\u8a18\u306e\u5143\u306e\u6697\u53f7\u306e\u5ea7\u6a19\u3068\u7b49\u3057\u304f\u306a\u3044\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"707\" height=\"96\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.22-PM.png\" alt=\"\" class=\"wp-image-4337\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.22-PM.png 707w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.22-PM-300x41.png 300w\" sizes=\"(max-width: 707px) 100vw, 707px\" \/><\/figure>\n\n<pre class=\"wp-block-code\"><code>((26066336990521229606715532856762274058860058654632118019680516577894483977430, 111016076743629331281471026942315236039952684121365861080441162051376755931177), (74777752915141648361212288792719003318012040162755253888817602184232651456038, 79121323403285772024091404265686004833455157263244527767410139385386809682035))<\/code><\/pre>\n\n<h3 class=\"wp-block-heading\" id=\"2c7a\">\u30dc\u30d6\u306f\u5408\u8a08\u3092\u5fa9\u53f7\u5316\u3057\u307e\u3059<\/h3>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"708\" height=\"96\" src=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.30-PM.png\" alt=\"\" class=\"wp-image-4332\" srcset=\"https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.30-PM.png 708w, https:\/\/nebula.org\/blog\/wp-content\/uploads\/2019\/02\/Screen-Shot-2019-02-20-at-3.49.30-PM-300x41.png 300w\" sizes=\"(max-width: 708px) 100vw, 708px\" \/><\/figure>\n\n<pre class=\"wp-block-code\"><code>(488, 488)<\/code><\/pre>\n\n<p>\u30dc\u30d6\u306f\u3001\u500b\u3005\u306e\u6240\u6709\u8005\u306e\u60c5\u5831\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u306a\u304f\u3001\u30c7\u30fc\u30bf\u5168\u4f53\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u3092\u516c\u958b\u3057\u305f\u304f\u306a\u3044\u30c7\u30fc\u30bf\u6240\u6709\u8005\u306f\u3001\u5f15\u304d\u7d9a\u304d\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u8ca2\u732e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u30d7\u30ed\u30ad\u30b7\u306b\u3088\u308b\u518d\u6697\u53f7\u5316\u304c\u3001\u3053\u308c\u3092\u30dc\u30d6\u306b\u3068\u3063\u3066\u4fbf\u5229\u306b\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u305f\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u5404\u30c7\u30fc\u30bf\u6240\u6709\u8005\u306f\u30d7\u30ed\u30ad\u30b7\u306b\u59d4\u4efb\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30dc\u30d6\u306f1\u3064\u306e\u30af\u30a8\u30ea\u3092\u767a\u884c\u3059\u308b\u3060\u3051\u3067\u6e08\u307f\u307e\u3057\u305f\u3002 \u30d7\u30ed\u30ad\u30b7\u304c\u306a\u3044\u3068\u3001\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306b\u5bfe\u3057\u3066\u30af\u30a8\u30ea\u3092\u767a\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<p>\u30d7\u30ed\u30ad\u30b7\u306b\u3088\u308b\u518d\u6697\u53f7\u5316\u3068\u6e96\u540c\u578b\u6697\u53f7\u5316\u306f\u3001Nebula\u304c\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3057\u3001\u30c7\u30fc\u30bf\u8cfc\u5165\u8005\u306b\u30c7\u30fc\u30bf\u3078\u306e\u4fbf\u5229\u306a\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u30c7\u30fc\u30bf\u8cfc\u5165\u8005\u304c\u500b\u4eba\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u6d1e\u5bdf\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"73e7\">\u30a2\u30af\u30b7\u30e7\u30f3\u306e\u547c\u3073\u51fa\u3057<\/h3>\n\n<p>Nebula Genomics\u3067\u306f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u61f8\u5ff5\u304c\u751f\u7269\u533b\u5b66\u30c7\u30fc\u30bf\u5171\u6709\u306e\u91cd\u5927\u306a\u30cf\u30fc\u30c9\u30eb\u3067\u3042\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306f\u533b\u5b66\u7814\u7a76\u3068\u65b0\u3057\u3044\u6cbb\u7642\u6cd5\u306e\u958b\u767a\u3092\u59a8\u3052\u307e\u3059\u3002 \u3053\u306e\u8ab2\u984c\u3092\u5358\u72ec\u3067\u89e3\u6c7a\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n<p>\u30b3\u30fc\u30c9\u306b\u8208\u5473\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u81ea\u7531\u306b\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u305f\u3060\u3057\u3001\u5b89\u5168\u3092\u78ba\u4fdd\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u7279\u5b9a\u306e\u5b9f\u88c5\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb\u3092\u53d7\u3051\u3066\u304a\u3089\u305a\u3001\u73fe\u5728\u306f\u6559\u80b2\u76ee\u7684\u3067\u306e\u307f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059:-)<\/p>\n\n<p>\u7279\u306b\u661f\u96f2\u30b2\u30ce\u30df\u30af\u30b9\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u63a2\u6c42\u3059\u308b\u3053\u3068\u306b\u8208\u5473\u304c\u3042\u308b\u306a\u3089\u3001\u5fc5\u305a<a href=\"https:\/\/twitter.com\/nebulagenomics\" rel=\"noreferrer noopener\" target=\"_blank\">Twitter\u3067\u30d5\u30a9\u30ed\u30fc\u3057\u307e\u3059<\/a>\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3064\u305f\u3081\u306b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u306e\u4f7f\u7528\u3068\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306f\u3057\u3070\u3057\u3070\u5bfe\u7acb\u3057\u3066\u3044\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u79c1\u305f\u3061\u5168 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"ast-button\" href=\"https:\/\/nebula.org\/blog\/ja\/%e3%83%97%e3%83%ad%e3%82%ad%e3%82%b7%e3%81%a8%e6%ba%96%e5%90%8c%e5%9e%8b%e6%9a%97%e5%8f%b7%e3%81%ab%e3%82%88%e3%82%8b%e5%86%8d%e6%9a%97%e5%8f%b7%e5%8c%96\/\"> <span class=\"screen-reader-text\">\u30d7\u30ed\u30ad\u30b7\u3068\u6e96\u540c\u578b\u6697\u53f7\u5316\u306b\u3088\u308b\u518d\u6697\u53f7\u5316<\/span> Read More \u00bb<\/a><\/p>\n","protected":false},"author":2,"featured_media":4422,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","_FSMCFIC_featured_image_caption":"","_FSMCFIC_featured_image_nocaption":"","_FSMCFIC_featured_image_hide":"","footnotes":""},"categories":[4986],"tags":[],"class_list":["post-10185","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-ja"],"yoast_head":"<!-- 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